Triple

T2016219
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, Ontario E43999 entity
Predicate hasPostSecondaryInstitution P3445 FINISHED
Object Conestoga College Cambridge campus
Conestoga College Cambridge campus is a post-secondary institution in Cambridge, Ontario, offering a range of career-focused diploma, degree, and apprenticeship programs in modern, industry-aligned facilities.
 E225834 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Conestoga College Cambridge campus | Statement: [Cambridge, Ontario, hasPostSecondaryInstitution, Conestoga College Cambridge campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Conestoga College Cambridge campus
Context triple: [Cambridge, Ontario, hasPostSecondaryInstitution, Conestoga College Cambridge campus]
  • A. Conestoga College Brantford campus
    Conestoga College Brantford campus is a satellite campus of Conestoga College located in Brantford, Ontario, offering a range of post-secondary and career-focused programs.
  • B. Conestoga College (Kitchener campuses)
    Conestoga College’s Kitchener campuses are major hubs of applied learning and polytechnic education in Ontario, offering a wide range of career-focused diploma, degree, and apprenticeship programs.
  • C. Six Nations Polytechnic Brantford campus
    Six Nations Polytechnic Brantford campus is a post-secondary institution in Brantford, Ontario, focused on Indigenous-centered education and cultural preservation through college and university-level programs.
  • D. Mohawk College
    Mohawk College is a public college of applied arts and technology in Hamilton, Ontario, known for its career-focused programs and strong ties to local industry.
  • E. Cambrian College
    Cambrian College is a publicly funded post-secondary institution in Northern Ontario, Canada, offering a wide range of career-focused diploma, certificate, and degree programs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Conestoga College Cambridge campus
Triple: [Cambridge, Ontario, hasPostSecondaryInstitution, Conestoga College Cambridge campus]
Generated description
Conestoga College Cambridge campus is a post-secondary institution in Cambridge, Ontario, offering a range of career-focused diploma, degree, and apprenticeship programs in modern, industry-aligned facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Conestoga College Cambridge campus
Target entity description: Conestoga College Cambridge campus is a post-secondary institution in Cambridge, Ontario, offering a range of career-focused diploma, degree, and apprenticeship programs in modern, industry-aligned facilities.
  • A. Conestoga College Brantford campus
    Conestoga College Brantford campus is a satellite campus of Conestoga College located in Brantford, Ontario, offering a range of post-secondary and career-focused programs.
  • B. Conestoga College (Kitchener campuses)
    Conestoga College’s Kitchener campuses are major hubs of applied learning and polytechnic education in Ontario, offering a wide range of career-focused diploma, degree, and apprenticeship programs.
  • C. Six Nations Polytechnic Brantford campus
    Six Nations Polytechnic Brantford campus is a post-secondary institution in Brantford, Ontario, focused on Indigenous-centered education and cultural preservation through college and university-level programs.
  • D. Mohawk College
    Mohawk College is a public college of applied arts and technology in Hamilton, Ontario, known for its career-focused programs and strong ties to local industry.
  • E. Cambrian College
    Cambrian College is a publicly funded post-secondary institution in Northern Ontario, Canada, offering a wide range of career-focused diploma, certificate, and degree programs.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8cb16048190bc626685fbb5f707 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aef0fe88190adf9cd218cf7d8b4 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0c1ea0388190b44af2223517129e completed March 8, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c7719e881909059cef2c513a05a completed March 8, 2026, 11:55 p.m.
Created at: March 4, 2026, 7:38 p.m.